{"id":"W2030157662","doi":"10.1017/s0317167100004029","title":"Outcome after Stroke upon Awakening","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Stroke (engine); Medicine; Intracerebral hemorrhage; Subarachnoid hemorrhage; Logistic regression; Physical therapy; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00347227,0.000296244,0.0005782101,0.00129136,0.001436303,0.0004526231,0.0009052639,0.0002049389,0.0006588352],"category_scores_gemma":[0.002684447,0.0001869009,0.0004579604,0.0008947122,0.003902822,0.0009690138,0.00004206487,0.001366423,0.00001618395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348585,"about_ca_system_score_gemma":0.002716517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003171058,"about_ca_topic_score_gemma":0.02726703,"domain_scores_codex":[0.9958713,0.0005055187,0.001083269,0.0004437787,0.0008790581,0.001217046],"domain_scores_gemma":[0.9959478,0.0005515057,0.0005359344,0.0001438664,0.0004507044,0.002370137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288606,0.00002918455,0.9888072,0.000007597889,0.00001246518,0.002891405,0.0002225859,0.001197916,0.00006053804,0.0001886859,0.0003312053,0.00612233],"study_design_scores_gemma":[0.0007292141,0.06066772,0.8587251,0.00006072288,0.00008951741,0.05165641,0.0003652524,0.001356737,0.0001524367,0.001514419,0.02432153,0.0003609123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811715,0.001645627,0.00003490811,0.0116454,0.001087112,0.0001481175,0.000008887314,0.0000202766,0.004238189],"genre_scores_gemma":[0.9856956,0.0001527883,0.005930415,0.007333502,0.0007003208,0.000002630071,1.499903e-7,0.00001170342,0.000172863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1300821,"threshold_uncertainty_score":0.9998637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441381644590759,"score_gpt":0.2954453617686766,"score_spread":0.2610315453227691,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}